- Add MIXPANEL_TOKEN, MIXPANEL_API_SECRET, ANALYTICS_ENV to .env.example - Add packages/web/.env.example with VITE_MIXPANEL_TOKEN and other analytics vars - Update docs/MIXPANEL_ANALYTICS.md with complete setup instructions - Document event taxonomy (30+ events across User, Subscription, DarkWatch, VoicePrint, SpamShield) - Add KPI definitions (MAU, MRR, conversion, churn, CAC, LTV, NPS, viral coefficient) - Include integration examples for backend and frontend usage - Document alert thresholds for monitoring Implementation was already complete in packages/shared-analytics and packages/web. This completes the configuration and documentation for Mixpanel setup. FRE-5281
150 lines
5.6 KiB
Markdown
150 lines
5.6 KiB
Markdown
# ShieldAI Mixpanel Analytics Configuration
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## Implementation Complete ✅
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The Mixpanel analytics infrastructure is fully implemented and ready for use. This document covers setup and usage.
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---
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## What's Implemented
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### Backend (`packages/shared-analytics`)
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- **MixpanelService**: Full implementation using Segment analytics-node SDK
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- **Event Taxonomy**: 30+ events defined in `EventType` enum covering:
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- **User Events**: `user_signed_up`, `user_logged_in`, `user_upgraded`, `user_downgraded`
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- **Subscription Events**: `subscription_created`, `subscription_updated`, `subscription_cancelled`, `subscription_renewed`
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- **DarkWatch Events**: `dark_web_scan_started`, `dark_web_scan_completed`, `exposure_detected`, `exposure_resolved`, `watchlist_item_added`, `watchlist_item_removed`
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- **VoicePrint Events**: `voice_enrolled`, `voice_analyzed`, `voice_match_found`, `synthetic_voice_detected`
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- **SpamShield Events**: `call_analyzed`, `sms_analyzed`, `spam_blocked`, `spam_flagged`, `spam_feedback_submitted`
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- **KPI Events**: `mrr_updated`, `conversion_occurred`, `churn_occurred`, `referral_sent`, `referral_converted`
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- **User Identification**: `identify()` and `group()` methods for user segmentation
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- **KPI Definitions**: MAU, MRR, conversion rate, churn, CAC, LTV, NPS, viral coefficient
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- **Data Validation**: Zod schema for event properties
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### Frontend (`packages/web/src/hooks/useAnalytics.ts`)
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- **Initialization**: Auto-loads Mixpanel script via `initMixpanel()`
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- **Event Tracking**: `trackEvent(name, params)` for generic events
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- **Page View Tracking**: `trackPageView(path, title)` with automatic page title
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- **Waitlist Tracking**: `trackWaitlistSignup(email, source, tier)` with Meta Pixel integration
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- **Multi-Platform Support**: GA4, Meta Pixel, LinkedIn Insight included
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---
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## Setup Instructions
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### Step 1: Create Mixpanel Account (Manual)
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1. Go to https://mixpanel.com
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2. Sign up for an account (free tier: 100K monthly tracked users)
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3. Create a new project named "ShieldAI"
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4. Copy the **Project Token** from Project Settings → Project Token
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### Step 2: Configure Backend Environment Variables
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Add to `ShieldAI/.env`:
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```bash
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# Mixpanel (Backend)
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MIXPANEL_TOKEN=<your-mixpanel-project-token>
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MIXPANEL_API_SECRET=<optional-api-secret-for-server-side>
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ANALYTICS_ENV=development # or production, staging
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```
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### Step 3: Configure Frontend Environment Variables
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Create or update `ShieldAI/packages/web/.env`:
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```bash
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# Mixpanel (Frontend - Vite)
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VITE_MIXPANEL_TOKEN=<same-project-token-as-backend>
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```
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### Step 4: Verify Integration
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Backend usage example:
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```typescript
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import { mixpanelService, EventType } from '@shieldsai/shared-analytics';
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// Track an event
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await mixpanelService.track(EventType.USER_SIGNED_UP, userId, {
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plan: 'premium',
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referrer: 'google',
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});
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// Identify a user
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await mixpanelService.identify(userId, {
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email: 'user@example.com',
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tier: 'premium',
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});
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```
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Frontend usage example:
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```typescript
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import { trackEvent, trackWaitlistSignup, trackPageView } from './hooks/useAnalytics';
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// Track a page view
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trackPageView('/waitlist', 'Waitlist Signup');
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// Track a signup
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trackWaitlistSignup('user@example.com', 'landing_page', 'free');
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// Track a custom event
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trackEvent('feature_used', { feature: 'darkwatch_scan', duration: 45 });
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```
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---
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## Event Properties Schema
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All events support these standard properties (validated via Zod):
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- `userId` (string, optional): User identifier
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- `sessionId` (string, optional): Session identifier
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- `timestamp` (Date, optional): Event timestamp
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- `platform` (enum: 'web' | 'mobile' | 'desktop' | 'api', optional): Event source
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- `version` (string, optional): App version
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- `environment` (string, optional): deployment environment
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Additional custom properties are accepted and passed through to Mixpanel.
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---
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## KPI Definitions
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| KPI | Description | Calculation |
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|-----|-------------|-------------|
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| MAU | Monthly Active Users | COUNT(DISTINCT userId) WHERE timestamp > NOW() - 30 DAYS |
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| Paying Users | Active subscriptions | COUNT(DISTINCT userId) WHERE subscription.status = "active" |
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| MRR | Monthly Recurring Revenue | SUM(subscription.amount) WHERE subscription.status = "active" |
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| Conversion Rate | Free → Paid | COUNT(upgrade events) / COUNT(signup events) |
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| Churn Rate | Cancellations | COUNT(cancel events) / COUNT(active subscriptions) |
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| CAC | Customer Acquisition Cost | Total marketing spend / COUNT(new paying users) |
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| LTV | Lifetime Value | Average subscription amount / Churn rate |
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| NPS | Net Promoter Score | % Promoters - % Detractors |
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| Viral Coefficient | Referral multiplier | COUNT(referral events) / COUNT(users) |
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---
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## Alert Thresholds
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Configured thresholds for monitoring:
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- **Churn**: Warning >5%, Critical >10%
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- **Conversion Rate**: Warning <2%, Critical <1%
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- **MRR**: Warning <90% target, Critical <80% target
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- **NPS**: Warning <50, Critical <40
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- **Viral Coefficient**: Warning <0.4, Critical <0.3
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---
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## Files Modified
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- `packages/shared-analytics/src/config/analytics.config.ts` - Event taxonomy & KPIs
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- `packages/shared-analytics/src/services/mixpanel.service.ts` - Mixpanel service
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- `packages/shared-analytics/src/index.ts` - Exports
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- `packages/web/src/hooks/useAnalytics.ts` - Frontend analytics hook
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- `.env.example` - Environment variable templates
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- `docs/MIXPANEL_ANALYTICS.md` - This documentation
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---
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## Next Steps
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1. **Create Mixpanel account** (requires human action - no API for account creation)
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2. **Add tokens to `.env`** files
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3. **Test event tracking** in development
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4. **Set up Mixpanel dashboards** for KPI monitoring
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5. **Configure Mixpanel alerts** for threshold breaches
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